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CN202025321U - Vaginoscope network system for image quality evaluation - Google Patents

Vaginoscope network system for image quality evaluation
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Publication number
CN202025321U
CN202025321UCN2010202428590UCN201020242859UCN202025321UCN 202025321 UCN202025321 UCN 202025321UCN 2010202428590 UCN2010202428590 UCN 2010202428590UCN 201020242859 UCN201020242859 UCN 201020242859UCN 202025321 UCN202025321 UCN 202025321U
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China
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gynecatoptron
workstation
central server
image
option
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CN2010202428590U
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Chinese (zh)
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沈渝
刘炯光
任晓兰
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PHILPS Jin Kewei (Shenzhen) Industrial Co., Ltd.
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Shenzhen Goldway Industrial Co Ltd
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Abstract

The utility model provides a vaginoscope network system for image quality evaluation. The vaginoscope network system includes a vaginoscope work station, a vaginoscope center server and a vaginoscope consultation work station. The vaginoscope work station acquires images and uploads the acquired images to the vaginoscope center server; the vaginoscope consultation work station acquires the acquired images from the vaginoscope center server, evaluates standard information and acquires the evaluation of the image quality input by a second user; the vaginoscope center server acquires the option information input by the second user from the vaginoscope consultation work station, generates the feedback information of the image quality and displays the feedback information. According to the feedback information, a first user can determine whether the images are required to be acquired again and improve later image acquisition operations. In this way, the quality of the images acquired through the vaginoscope by the medical staff in a primary hospital can be improved without the need for experts to come to the primary hospital in person.

Description

Be used to carry out the gynecatoptron network system of image quality measure
Technical field
The application relates to the quality evaluation of the image of gynecatoptron collection, relates in particular to the gynecatoptron network system that is used to carry out image quality measure.
Background technology
Gynecatoptron is a kind of sight glass of observing down pathology in the genital tract.Gynecatoptron can amplify tens of times with focus, so as to observation be invisible to the naked eye than minute lesion, also can under gynecatoptron location, do biopsy, thereby improve positive rate, assist clinical find early precancerous lesion and canceration.When carrying out vaginoscopy, only need to expose vagina and uterine neck with vaginal speculum, in about 20 centimeters of distance introitus,, bring into focus gynecatoptron alignment lens uterine neck, observe the uterine neck image that amplifies by graphoscope.Computing machine can be stored and these images of playback, is convenient to the follow-up observation result of treatment.
In the last few years, because the rejuvenation trend of cervical carcinoma obviously increases, ministry of Health of China will have been implemented the inspection of rural women's cervical carcinoma and classify one of great maternity and child hygiene project as, to examine early cure rate and rural area mother and child care service ability the morning of improving rural women's cervical carcinoma.Yet, because most of maternity and child care institution in rural area lacks the medical worker of technology maturation, in cervical carcinoma is checked, can't guarantee that the correct use gynecatoptron of grassroots medical worker carries out image acquisition, the cervical carcinoma check result that the image acquisition of mistake can lead to errors.
In order to improve the image acquisition quality, even organize the expert that the image of gathering is assessed, for same image, different experts can have different assessment results because of considering different evaluation criterias, assessment result is vulnerable to the influence of subjective factor, thereby influence is to the accuracy and the consistance of image quality measure.
In addition, the rural area maternity and child care institution because lack that technical force can't realize that preferable quality control, followed up a case by regular visits to, organization and administration and data management, rely on the expert fully and carry out technology to basic unit and supervise and guide and can not effectively address the above problem.
The utility model content
According to the understanding of above-mentioned technical matters to background technology and existence, if can not need the expert to come to personally under the situation of rural area maternity and child care institution, improve the quality of the image that grassroots medical worker gathers with gynecatoptron, will be very useful.If can reduce expert's factor and individual subjective factor also is very important to image quality measure result's negative effect as far as possible.If can improve the quality control relevant, follow up a case by regular visits to, organization and administration and data management also be desirable with the cervical carcinoma inspection.
In order better to solve above-mentioned one or more considerations, an embodiment according to first aspect of the present utility model provides a kind of gynecatoptron workstation.This gynecatoptron workstation comprises:
A gynecatoptron, it is used for images acquired;
One first output unit, it is used to upload described image to a gynecatoptron central server;
One first input media, it is used for obtaining a feedback information from described gynecatoptron central server, and this feedback information has been indicated the quality of described image; And
An interface, it is used to show described one first user that feeds back to.
Arrive the gynecatoptron central server by the image uploading that will gather, just can realize that the long-range gynecatoptron central server that passes through of expert assesses to produce feedback information picture quality, show the feedback information that obtains from the gynecatoptron central server by the gynecatoptron workstation then.By feedback information, first user as the medical work personnel of basic hospital, just can determine whether to carry out again image acquisition or improvement image acquisition operation from now on, thereby improves the quality of gynecatoptron images acquired.In this way, need not the expert and come to basic hospital personally, the quality of the image that the medical worker that just can improve basic hospital gathers with gynecatoptron.
In an embodiment of gynecatoptron workstation, feedback information per vaginam the mirror central server provide based on one second user, obtain corresponding to the analysis of a plurality of inputs of a plurality of option groups, each option group comprises a plurality of options corresponding to a class criterion of the quality that is used for definite image, each input comprises at least one option in the corresponding option group, wherein, described first user is different with described second user's position.Because feedback information is according to second user, as the expert, selected option obtains from a plurality of option groups, just can reduce or avoid the negative effect of expert individual's subjective factor to the assessment result accuracy.In addition, because first user is different with second user's position, just can realize the remote image quality control.
In another embodiment of gynecatoptron workstation, the interface of gynecatoptron workstation also is used to show a plurality of operation indicatings about images acquired.By a plurality of operation indicatings, can guarantee that the medical worker of basic hospital uses gynecatoptron to carry out image acquisition according to correct flow process as far as possible, thereby improve the quality of images acquired.
An embodiment according to second aspect of the present utility model provides a kind of gynecatoptron central server.This gynecatoptron central server comprises:
One second input media, it is used for obtaining image from a gynecatoptron workstation;
One second output unit, it is used for described image and an evaluation criteria information are offered a gynecatoptron consultation of doctors workstation, this evaluation criteria information comprises a plurality of option groups, and each option group comprises a plurality of options corresponding to a class criterion of the quality that is used for definite described image;
One the 3rd input media, it is used for obtaining an option information from described gynecatoptron consultation of doctors workstation, this option information comprises a plurality of inputs from the described a plurality of option groups of corresponding respectively to of one second user, and each input comprises at least one option in the corresponding option group;
A processor, it is used for according to described option information, produces a feedback information about described image, and this feedback information has been indicated the quality of described image; And
One the 3rd output unit, it is used for described feedback information is offered described gynecatoptron workstation.
Because each option group comprises a plurality of options corresponding to a class criterion that is used for determining picture quality, second user (as the expert) can realize assessment to picture quality by selecting corresponding option in each option group at gynecatoptron consultation of doctors workstation.Therefore, the expert is not random to the evaluation criteria of image, but per vaginam the mirror central server evaluation criteria information exported is controlled.In this way, can reduce of the negative effect of expert's factor and individual subjective factor as far as possible, improve image quality measure result's accuracy the image quality measure result.
An embodiment according to the third aspect of the present utility model provides a kind of gynecatoptron network system.This gynecatoptron network system comprises an aforesaid gynecatoptron workstation, an aforesaid gynecatoptron central server and a gynecatoptron consultation of doctors workstation.
By the gynecatoptron central server, just can connect into a network with being arranged on the gynecatoptron workstation of basic hospital and the gynecatoptron consultation of doctors workstation of expert's use.In this way, just can so that the expert can be long-range the image that gynecatoptron is gathered carry out relatively objective quality control.
In one embodiment, the gynecatoptron network system also comprises hospital guide's workstation, and this hospital guide's workstation is used for typing medical record relevant information and the medical record relevant information of described typing is uploaded to described gynecatoptron central server.In this way, the gynecatoptron central server can store a large amount of medical record relevant informations, other hospital guide's workstations and consultation of doctors workstation can obtain the medical record relevant information by visit gynecatoptron central server, thereby realize carry out the relevant management of information of cervical carcinoma inspection with gynecatoptron, as quality control, follow up a case by regular visits to, organization and administration and data management etc.
The various aspects of the present utility model explanation of specific embodiment that will be by hereinafter and more clear.
Description of drawings
By reading the detailed description of doing with reference to the following drawings that non-limiting example is done, above-mentioned and other feature of the present utility model will become more apparent:
Fig. 1 is the synoptic diagram according to the gynecatoptron network system of an embodiment of the present utility model;
Fig. 2 is the synoptic diagram according to the gynecatoptron workstation of an embodiment of the present utility model; And
Fig. 3 is the synoptic diagram according to the gynecatoptron central server of an embodiment of the present utility model.
Identical mark is used to represent similar parts in the accompanying drawing.
Embodiment
Below in conjunction with accompanying drawing the utility model is described in further detail.
Fig. 1 is the synoptic diagram according to thegynecatoptron network system 100 of an embodiment of the present utility model.
With reference to Fig. 1,gynecatoptron network system 100 comprises a gynecatoptron workstation1 10, a gynecatoptroncentral server 120 and a gynecatoptron consultation of doctors workstation1 30.
In an embodiment of gynecatoptron network system, first user (as the medical worker of rural area maternity and child care institution) can give gynecatoptroncentral server 120 by gynecatoptron workstation1 10 images acquired and with the image uploading of gathering; Second user (expert who checks as cervical carcinoma) can obtain the assessment to picture quality of the image of collection and evaluation criteria information and input from gynecatoptroncentral server 120 by the gynecatoptron workstation1 30 of holding a consultation then; Then, gynecatoptroncentral server 120 offers gynecatoptron workstation1 10 by what gynecatoptron consultation of doctors workstation1 30 obtained second user about producing after the input of picture quality about the feedback information of picture quality and with feedback information; At last, 10 demonstrations of gynecatoptron workstation1 feed back to first user.
In another embodiment of gynecatoptron network system, gynecatoptron workstation1 10 is for being arranged on a gynecatoptron and a computing machine of basic hospital (as the rural area maternity and child care institution), gynecatoptroncentral server 120 is for being arranged on a computing machine at telecom operators place, and gynecatoptron consultation of doctors workstation1 30 is for being arranged on a computing machine of the provincial capital hospital that has numerous cervical carcinoma inspection experts.
In the following description, will specifically introduce gynecatoptron workstation1 10 in thegynecatoptron network system 100, gynecatoptroncentral server 120, gynecatoptron consultation of doctors workstation1 30 and be collaborative work how between them.
Fig. 2 is the synoptic diagram according to the gynecatoptron workstation of an embodiment of the present utility model.
With reference to Fig. 2, gynecatoptron workstation1 10 comprises 220, onefirst input medias 230 of 210, one first output units of a gynecatoptron and aninterface 240.
Gynecatoptron 210 is used for images acquired.Gynecatoptron 210 can realize in several ways, for example electronic colposcope or photoelectricity one gynecatoptron.Electronic colposcope utilizes the digital electric image technology to diagnose cervical disease by the gynecatoptron imaging system.In one embodiment, electronic colposcope comprises camera part, the Lights section, processor part, holder part and software section.Photoelectricity one gynecatoptron integrates microscope optical system and electronic colposcope imaging system.In one embodiment, photoelectricity one gynecatoptron comprises cold light source part, opticator, processor part and software section.
First output unit 220 is used to upload image to gynecatoptron central server 120.First output unit 220 can be accomplished in several ways, for example a transmitter.
First input media 230 is used for obtaining a feedback information from gynecatoptroncentral server 120, and this feedback information has been indicated the quality of image.First input media 230 can be accomplished in several ways, for example a receiver.
Interface 240 is used for demonstration and feeds back to first user.Interface can realize in several ways, for example display or printer etc.Feedback information can be realized in several ways, for example feedback information has been indicated the quality grade of image, image quality level comprises at least two grades, as comprises " satisfaction " and " being unsatisfied with " two grades, or comprises " satisfaction ", " being satisfied in the main " and " being unsatisfied with " Three Estate.And for example, feedback information can indicate whether images acquired again, as " needing to gather again " and " need not to gather again " two kinds of feedback informations.
In one embodiment, feedback information per vaginam the mirror central server provide based on second user, obtain corresponding to the analysis of a plurality of inputs of a plurality of option groups, each option group comprises a plurality of options corresponding to a class criterion of the quality that is used for definite image, each input comprises at least one option in the corresponding option group, wherein, first user is different with second user's position.Different first user or the function differences different that comprise of first user with second user locations with second user's position.For example, first user is at a village hospital, and second user is at a policlinic.And for example, first user is at a basic hospital, and second user is in a higher level hospital of this basic hospital.For another example, first user is being positioned at the hospital of city A, and second user is being positioned at the hospital of city B.Below about also can the related content of feedback information being specifically introduced in the detailed description of gynecatoptroncentral server 120.
Because feedback information is according to second user, as the expert, selected option obtains from a plurality of option groups, just can reduce or avoid the negative effect of expert individual's subjective factor to the assessment result accuracy.In addition, because first user is different with second user's position, just can realize the remote image quality control.
First user as the medical worker of basic hospital, just can determine whether to carry out again image acquisition or improvement image acquisition operation from now on according to feedback information.For example, feedback information has indicated the quality of image to be " satisfaction ", and then the medical worker can carry out follow-up diagnostic work according to images acquired.And for example, feedback information has indicated the quality of image to be " being unsatisfied with ": if obtaining of feedback information is real-time, promptly just obtained feedback information at the gynecatoptron workstation immediately in images acquired and after uploading, then the medical worker can finish the collection once more of image at once; If obtaining of feedback information is non real-time, the medical worker can contact patients check, so that carry out image acquisition again.For another example, feedback information has indicated the quality of image to be " being satisfied in the main ", and the medical worker can know can further improve the image acquisition operation from now on, and can whether carry out image acquisition again according to patient's situation decision.
Arrive the gynecatoptron central server by the image uploading that will gather, just can realize long-range picture quality is assessed to produce feedback information of expert, the feedback information that obtains from the gynecatoptron central server by the gynecatoptron workstation is realized the quality control to the gynecatoptron images acquired then.In this way, need not the expert and come to basic hospital personally, the quality of the image that the medical worker that just can improve basic hospital gathers with gynecatoptron.
In an embodiment of gynecatoptron workstation,interface 240 also is used to show about a plurality of operation indicatings of images acquired gives first user.A plurality of operation indicatings can comprise at least one in the following content: gather piece image after exposing uterine neck with specula; Gather piece image after wiping uterine neck surface mucus away with physiological saline; Do 5% glacial acetic acid test, after smearing acetic acid, adopted figure in 20 seconds to 90 seconds every 10 seconds respectively.A plurality of operation indicatings can require to determine, be not limited to above-mentioned operation indicating according to concrete operating process.Grassroots medical worker can use gynecatoptron to carry out image acquisition according to a plurality of operation indicatings, thereby improves the quality of the image of being gathered.
Fig. 3 is the synoptic diagram according to the gynecatoptron central server of an embodiment of the present utility model.
With reference to Fig. 3, gynecatoptroncentral server 120 comprisessecond input media 310,second output unit 320, the3rd input media 330,processor 340 and the3rd output unit 350.
Second input media 310 is used for obtaining image from gynecatoptron workstation1 10.Second input media can realize in several ways, for example a receiver.
Second output unit 320 is used for image and an evaluation criteria information are offered gynecatoptron consultation of doctors workstation1 30.This evaluation criteria information comprises a plurality of option groups, and each option group comprises a plurality of options corresponding to a class criterion that is used for definite picture quality.Second output unit can realize in several ways, for example a transmitter.
Criterion comprises at least one class in the following criterion: position, sharpness, acquisition time, content, number.Whether the position can for observing complete zone of transformation.The position can also be the lens focus position.Whether sharpness can clear for lesion image.Acquisition time can reflect the time for acetic acid.Order can be for carrying out the order of the image behind the different operating.Number can be the number of uterine neck picture clearly.Each option group comprises a plurality of options corresponding to a class criterion.For example, criterion is a sharpness, and then the corresponding option group comprises three options, is respectively complete focus and shows, can see focus but imperfect, focus is arranged but can not see clearly and judge.
The3rd input media 330 is used for obtaining an option information from gynecatoptron consultation of doctors workstation1 30.This option information comprises a plurality of inputs from a plurality of option groups of corresponding respectively to of second user, and each input comprises at least one option in the corresponding option group.Second user by selecting is imported with the option group that the picture situation of being seen conforms to.The 3rd input media can realize in several ways, for example a receiver.
Processor 340 is used for according to option information, produces a feedback information about image, and this feedback information has been indicated the quality of image.Processor can produce feedback information according to option information in several ways.For example, for each option distributes a corresponding score value, a total score value is obtained in score value addition by Total Options that second user is selected, then total score value is compared with a plurality of threshold values, determines picture quality according to the relation between total score value and a plurality of threshold value.And for example, gynecatoptroncentral server 120 stores one and has write down different options combination and tabulation to the corresponding relation of image quality level, and according to the option combination of second user input, processor finds the image quality level of correspondence in this tabulation.
The3rd output unit 350 is used for feedback information is offered gynecatoptron workstation1 10.The 3rd output unit can realize in several ways, for example a transmitter.
Because each option group comprises a plurality of options corresponding to a class criterion that is used for determining picture quality, second user (as the expert) can realize assessment to picture quality by selecting corresponding option in each option group at gynecatoptron consultation of doctors workstation.Therefore, the expert is not random to the evaluation criteria of image, but per vaginam the mirror central server evaluation criteria information exported is controlled.In this way, can reduce of the negative effect of expert's factor and individual subjective factor as far as possible, improve image quality measure result's accuracy the image quality measure result.
In an embodiment of gynecatoptron central server; the gynecatoptron central server has been installed the software of the operation that is used to realize each device and processor; the gynecatoptron central server also comprises an apparatus for protecting copyright (not shown), and it is used to protect the copyright of this software.Apparatus for protecting copyright can realize in several ways that for example the hardware encipher lock is commonly called as Dongle or softdog.
The included device of above-mentioned gynecatoptron workstation and gynecatoptron central server can be realized by software, hardware or mode soft, combination of hardware.For example, can realize by processor and the storer that stores instruction code.Perhaps realize by an integrated chip.
Illustrate below by a concrete example how gynecatoptron workstation1 10 obtains feedback information.
At first, the medical worker of basic hospital has gathered a plurality of images and the image uploading of gathering has been arrivedgynecatoptron server 120 by gynecatoptron workstation1 10.
Then,gynecatoptron server 120 will offer gynecatoptron consultation of doctors workstation1 30 from gynecatoptron workstation1 10 acquisition images and evaluation criteria information.
Total three the option groups that correspond respectively to three criterions of appreciation information.First kind criterion is the position, and the corresponding option group comprises following option: the focusing target is a uterine neck, and the focusing target is a specula, and focusing on target is the target zone of transformation, and the focusing target is a vaginal wall.The second class criterion is a content, the corresponding option group comprises following option: acquisition order and original graph->green glow figure->be coated with Cai Tu behind the acetum->be coated with the sequence consensus of adopting figure behind the compound iodine solution, acquisition order and original graph->green glow figure->be coated with Cai Tu behind the acetum->to be coated with the order of adopting figure behind the compound iodine solution inconsistent.The 3rd class criterion is a number, and the corresponding option group comprises following option: have 6-8 to open uterine neck picture clearly, have 4-5 to open uterine neck picture clearly, have to be less than 4 uterine neck pictures clearly.
Then, the expert of big city hospital has obtained appreciation information and images acquired by gynecatoptron consultation of doctors workstation1 30, and the option of selecting to conform to own observed picture situation in the respective option of a plurality of option groups that appreciation information comprises is as input.Such as, the expert has selected four options, comprises that focusing on target is the vaginal wall option, focus on target is that target zone of transformation option, the inconsistent option of order and 4-5 open uterine neck picture option clearly.
Then, gynecatoptron consultation of doctors workstation1 30 offers gynecatoptroncentral server 120 with expert's input as option information, is about to selected four options of expert and offers gynecatoptroncentral server 120.
Then, gynecatoptroncentral server 120 calculates a total score value according to the pairing score value of four option informations in the option information.The score value scope of each option correspondence is 0 to 5, and gynecatoptroncentral server 120 stores two threshold values, is respectively 12 and 16, and total score value is lower than 12 for dissatisfied, and for being satisfied in the main, total score value is higher than 16 for satisfied to total score value between 12 to 16.Suppose that the total score value that calculates according to above-mentioned four options is 11, then gynecatoptroncentral server 120 is determined feedback information for dissatisfied, and feedback information is offered gynecatoptron workstation1 10.
At last, after gynecatoptron workstation1 10 obtains feedback information, feedback information is shown to the medical worker.Because feedback information is " being unsatisfied with ", carries out image acquisition again but medical worker's contact patients is checked.
Be noted that the example of above-mentioned image quality measure only is used for exemplary description working method of the present utility model (non-truth), the inventor is not intended to mislead those skilled in the art.
Above-mentioned information and image transmission between gynecatoptron workstation1 10, gynecatoptroncentral server 120 and gynecatoptron consultation of doctors workstation1 30 can realize by wireless network or cable network.Preferably, can come obtaining of realization information and image by Internet technology (WEB2.0) with shared, only relative application software is installed, the software of web page browsing only is installed at gynecatoptron workstation1 10 and gynecatoptron consultation of doctors workstation1 30 at gynecatoptron central server 120.In this way, just only need be safeguarded accordingly to gynecatoptroncentral server 120, thereby can easier realize the maintenance togynecatoptron network system 100.
The gynecatoptron network system can realize in several ways.
In an embodiment of gynecatoptron network system, the gynecatoptron network system also comprises hospital guide's workstation (not shown), and it is used for typing medical record relevant information and the medical record relevant information of typing is uploaded to the gynecatoptron central server.The medical record relevant information can comprise the multiple content relevant with medical record, as checking numbering, patient's personal information, check data, inspection item and corresponding check result, diagnostic result etc.In this way, select different hospitals even patient sees a doctor at every turn, the medical worker of each hospital all can obtain the medical record relevant information from the gynecatoptron central server by hospital guide's workstation of each hospital.In addition, the medical worker of basic hospital can also realize inquiring about, typing, modification, preserve and upload the inspection crowd's who is responsible for medical record relevant information.
In another embodiment of gynecatoptron network system, the gynecatoptron workstation also is used for obtaining from the gynecatoptron central server medical record relevant information of a medical record, gathers image relevant with medical record and image uploading that medical record is relevant to the gynecatoptron central server.
In another embodiment of gynecatoptron network system, the gynecatoptron central server also comprises a database, and this database comprises the medical record relevant information and the medical record management relevant information of typing.Can realize for the data management of checking the crowd by database.
In another embodiment of gynecatoptron network system, gynecatoptron consultation of doctors workstation also is used for obtaining the medical record relevant information of a medical record and providing feedback data to the gynecatoptron central server from the gynecatoptron central server.In this way, every inspection data of carrying out data query, typing, modification and audit basic hospital that the expert can be long-range.
By above-mentioned gynecatoptron network system, can realize the sharing of the long-range quality control of gynecatoptron image acquisition and relevant information, overcome the shortcoming that the inconvenience of unit single-point mode is followed up a case by regular visits to and checked, the management of the patient in having made things convenient on a large scale.Higher level's hospital expert is under the situation that needn't come to the basic hospital scene personally, just can carry out the technological guidance and check subordinate/basic hospital medical worker's vaginoscopy and diagnosis, promote subordinate/doctor's of basic unit gynecatoptron diagnostic techniques level and colposcopic quality control ability, thereby more reasonably utilize the medical resource of higher level hospital to be the basic hospital service.
To those skilled in the art, obviously the utility model is not limited to the details of above-mentioned one exemplary embodiment, and under the situation that does not deviate from spirit of the present utility model or essential characteristic, can realize the utility model with other concrete form.Therefore, in any case, all should regard embodiment as exemplary, and be nonrestrictive.Any Reference numeral in the claim should be considered as limit related claim.In addition, significantly, " comprising ", other elements do not got rid of in a speech, and " one " speech before element is not got rid of and comprised " a plurality of " this element.A plurality of elements of stating in the claim to a product also can be realized by an element.The first, the second word such as grade is used for representing title, and does not represent any specific order.

Claims (6)

CN2010202428590U2010-06-282010-06-28Vaginoscope network system for image quality evaluationExpired - LifetimeCN202025321U (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN108430307A (en)*2015-11-022018-08-21伟伦公司 retinal image capture
CN111863209A (en)*2019-04-252020-10-30天津御锦人工智能医疗科技有限公司 Image recognition-based colonoscopy quality assessment workstation
US11096574B2 (en)2018-05-242021-08-24Welch Allyn, Inc.Retinal image capturing

Cited By (6)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN108430307A (en)*2015-11-022018-08-21伟伦公司 retinal image capture
US11819272B2 (en)2015-11-022023-11-21Welch Allyn, Inc.Retinal image capturing
US11096574B2 (en)2018-05-242021-08-24Welch Allyn, Inc.Retinal image capturing
US11779209B2 (en)2018-05-242023-10-10Welch Allyn, Inc.Retinal image capturing
CN111863209A (en)*2019-04-252020-10-30天津御锦人工智能医疗科技有限公司 Image recognition-based colonoscopy quality assessment workstation
CN111863209B (en)*2019-04-252023-08-18天津御锦人工智能医疗科技有限公司Colonoscopy quality assessment workstation based on image recognition

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